Fibrosis arises as part of a wound healing response that maintains organ integrity following catastrophic tissue damage, but can also contribute to a variety of human pathologies, including liver cirrhosis. The invention demonstrates that cellular senescence acts to limit the fibrogenic response to tissue damage, thereby establishing a role for the senescence program in pathophysiological settings beyond cancer. Accordingly, the methods of the invention relate to modulating cellular senescence in disease tissue that have elevated numbers of senescent cells, such as in fibrotic tissues.